Pandas Profiling Races Report

Dataset statistics

Number of variables	36
Number of observations	6349
Missing cells	67490
Missing cells (%)	29.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.8 MiB
Average record size in memory	296.0 B

Variable types

Categorical	6
Numeric	28
Unsupported	2

Alerts

`date` has a high cardinality: 683 distinct values	High cardinality
`race_no` is highly correlated with `prize` and 2 other fields	High correlation
`distance` is highly correlated with `sec_time2` and 5 other fields	High correlation
`prize` is highly correlated with `race_no` and 1 other fields	High correlation
`race_class` is highly correlated with `race_no` and 2 other fields	High correlation
`sec_time1` is highly correlated with `sec_time2` and 6 other fields	High correlation
`sec_time2` is highly correlated with `distance` and 8 other fields	High correlation
`sec_time3` is highly correlated with `distance` and 5 other fields	High correlation
`sec_time4` is highly correlated with `distance`	High correlation
`sec_time5` is highly correlated with `place_dividend4`	High correlation
`sec_time6` is highly correlated with `time3`	High correlation
`time1` is highly correlated with `sec_time1` and 6 other fields	High correlation
`time2` is highly correlated with `sec_time1` and 6 other fields	High correlation
`time3` is highly correlated with `sec_time1` and 10 other fields	High correlation
`time4` is highly correlated with `distance` and 11 other fields	High correlation
`time5` is highly correlated with `distance` and 7 other fields	High correlation
`time6` is highly correlated with `distance` and 9 other fields	High correlation
`place_combination1` is highly correlated with `win_combination1`	High correlation
`place_combination2` is highly correlated with `win_combination2`	High correlation
`place_combination3` is highly correlated with `place_combination4`	High correlation
`place_combination4` is highly correlated with `race_no` and 3 other fields	High correlation
`place_dividend1` is highly correlated with `win_dividend1`	High correlation
`place_dividend2` is highly correlated with `win_dividend2`	High correlation
`place_dividend4` is highly correlated with `sec_time5` and 1 other fields	High correlation
`win_combination1` is highly correlated with `place_combination1`	High correlation
`win_dividend1` is highly correlated with `place_dividend1`	High correlation
`win_combination2` is highly correlated with `sec_time1` and 4 other fields	High correlation
`win_dividend2` is highly correlated with `time4` and 1 other fields	High correlation
`race_no` is highly correlated with `place_combination4`	High correlation
`distance` is highly correlated with `sec_time2` and 4 other fields	High correlation
`prize` is highly correlated with `time6`	High correlation
`race_class` is highly correlated with `time6`	High correlation
`sec_time1` is highly correlated with `sec_time2` and 7 other fields	High correlation
`sec_time2` is highly correlated with `distance` and 9 other fields	High correlation
`sec_time3` is highly correlated with `distance` and 2 other fields	High correlation
`sec_time4` is highly correlated with `distance`	High correlation
`sec_time5` is highly correlated with `place_combination4` and 1 other fields	High correlation
`time1` is highly correlated with `sec_time1` and 7 other fields	High correlation
`time2` is highly correlated with `sec_time1` and 6 other fields	High correlation
`time3` is highly correlated with `sec_time1` and 6 other fields	High correlation
`time4` is highly correlated with `sec_time1` and 8 other fields	High correlation
`time5` is highly correlated with `distance` and 7 other fields	High correlation
`time6` is highly correlated with `distance` and 9 other fields	High correlation
`place_combination1` is highly correlated with `win_combination1`	High correlation
`place_combination2` is highly correlated with `win_combination2`	High correlation
`place_combination4` is highly correlated with `race_no` and 2 other fields	High correlation
`place_dividend1` is highly correlated with `win_dividend1`	High correlation
`place_dividend2` is highly correlated with `win_dividend2`	High correlation
`place_dividend4` is highly correlated with `sec_time5`	High correlation
`win_combination1` is highly correlated with `place_combination1`	High correlation
`win_dividend1` is highly correlated with `place_dividend1`	High correlation
`win_combination2` is highly correlated with `time4` and 1 other fields	High correlation
`win_dividend2` is highly correlated with `sec_time1` and 2 other fields	High correlation
`race_no` is highly correlated with `prize` and 1 other fields	High correlation
`distance` is highly correlated with `sec_time3` and 2 other fields	High correlation
`prize` is highly correlated with `race_no` and 1 other fields	High correlation
`race_class` is highly correlated with `race_no` and 2 other fields	High correlation
`sec_time1` is highly correlated with `sec_time2` and 5 other fields	High correlation
`sec_time2` is highly correlated with `sec_time1` and 5 other fields	High correlation
`sec_time3` is highly correlated with `distance` and 1 other fields	High correlation
`sec_time5` is highly correlated with `place_dividend4`	High correlation
`time1` is highly correlated with `sec_time1` and 5 other fields	High correlation
`time2` is highly correlated with `sec_time1` and 6 other fields	High correlation
`time3` is highly correlated with `sec_time1` and 6 other fields	High correlation
`time4` is highly correlated with `sec_time1` and 8 other fields	High correlation
`time5` is highly correlated with `distance` and 5 other fields	High correlation
`time6` is highly correlated with `distance` and 7 other fields	High correlation
`place_combination1` is highly correlated with `win_combination1`	High correlation
`place_combination2` is highly correlated with `win_combination2`	High correlation
`place_dividend1` is highly correlated with `win_dividend1`	High correlation
`place_dividend2` is highly correlated with `win_dividend2`	High correlation
`place_dividend4` is highly correlated with `sec_time5`	High correlation
`win_combination1` is highly correlated with `place_combination1`	High correlation
`win_dividend1` is highly correlated with `place_dividend1`	High correlation
`win_combination2` is highly correlated with `time4` and 1 other fields	High correlation
`win_dividend2` is highly correlated with `place_dividend2`	High correlation
`surface` is highly correlated with `going`	High correlation
`going` is highly correlated with `surface`	High correlation
`venue` is highly correlated with `config` and 7 other fields	High correlation
`race_no` is highly correlated with `horse_ratings` and 2 other fields	High correlation
`config` is highly correlated with `venue` and 6 other fields	High correlation
`surface` is highly correlated with `config` and 2 other fields	High correlation
`distance` is highly correlated with `horse_ratings` and 13 other fields	High correlation
`going` is highly correlated with `surface` and 6 other fields	High correlation
`horse_ratings` is highly correlated with `race_no` and 8 other fields	High correlation
`prize` is highly correlated with `horse_ratings` and 4 other fields	High correlation
`race_class` is highly correlated with `race_no` and 5 other fields	High correlation
`sec_time1` is highly correlated with `distance` and 9 other fields	High correlation
`sec_time2` is highly correlated with `distance` and 11 other fields	High correlation
`sec_time3` is highly correlated with `distance` and 9 other fields	High correlation
`sec_time4` is highly correlated with `distance` and 7 other fields	High correlation
`sec_time5` is highly correlated with `distance` and 4 other fields	High correlation
`sec_time6` is highly correlated with `venue` and 8 other fields	High correlation
`time1` is highly correlated with `distance` and 9 other fields	High correlation
`time2` is highly correlated with `distance` and 10 other fields	High correlation
`time3` is highly correlated with `venue` and 13 other fields	High correlation
`time4` is highly correlated with `venue` and 17 other fields	High correlation
`time5` is highly correlated with `venue` and 16 other fields	High correlation
`time6` is highly correlated with `venue` and 16 other fields	High correlation
`place_combination1` is highly correlated with `win_combination1`	High correlation
`place_combination2` is highly correlated with `sec_time6` and 2 other fields	High correlation
`place_combination3` is highly correlated with `place_dividend4` and 1 other fields	High correlation
`place_combination4` is highly correlated with `config` and 11 other fields	High correlation
`place_dividend1` is highly correlated with `win_dividend1`	High correlation
`place_dividend2` is highly correlated with `place_dividend4` and 1 other fields	High correlation
`place_dividend3` is highly correlated with `place_dividend4` and 1 other fields	High correlation
`place_dividend4` is highly correlated with `going` and 5 other fields	High correlation
`win_combination1` is highly correlated with `place_combination1`	High correlation
`win_dividend1` is highly correlated with `place_dividend1`	High correlation
`win_combination2` is highly correlated with `venue` and 9 other fields	High correlation
`win_dividend2` is highly correlated with `venue` and 15 other fields	High correlation
`prize` has 462 (7.3%) missing values	Missing
`sec_time4` has 2715 (42.8%) missing values	Missing
`sec_time5` has 5528 (87.1%) missing values	Missing
`sec_time6` has 6234 (98.2%) missing values	Missing
`sec_time7` has 6349 (100.0%) missing values	Missing
`time4` has 2715 (42.8%) missing values	Missing
`time5` has 5528 (87.1%) missing values	Missing
`time6` has 6234 (98.2%) missing values	Missing
`time7` has 6349 (100.0%) missing values	Missing
`place_combination4` has 6326 (99.6%) missing values	Missing
`place_dividend4` has 6326 (99.6%) missing values	Missing
`win_combination2` has 6337 (99.8%) missing values	Missing
`win_dividend2` has 6337 (99.8%) missing values	Missing
`date` is uniformly distributed	Uniform
`sec_time7` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`time7` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2022-01-09 21:23:12.368242
Analysis finished	2022-01-09 21:24:37.544243
Duration	1 minute and 25.18 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

date
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	683
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Memory size	99.2 KiB

2000-09-17	11
1998-02-01	11
2001-10-30	11
2003-09-14	11
2003-09-18	11
Other values (678)	6294

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	1997-06-02
2nd row	1997-06-02
3rd row	1997-06-02
4th row	1997-06-02
5th row	1997-06-02

Common Values

Value	Count	Frequency (%)
2000-09-17	11	0.2%
1998-02-01	11	0.2%
2001-10-30	11	0.2%
2003-09-14	11	0.2%
2003-09-18	11	0.2%
1998-09-18	11	0.2%
2001-09-18	11	0.2%
1999-12-19	11	0.2%
2003-11-08	11	0.2%
2001-09-02	11	0.2%
Other values (673)	6239	98.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2000-09-17	11	0.2%
1997-07-06	11	0.2%
2000-12-25	11	0.2%
1997-10-15	11	0.2%
1997-06-29	11	0.2%
1997-08-03	11	0.2%
2004-12-26	11	0.2%
2005-06-18	11	0.2%
2005-07-03	11	0.2%
1997-10-26	11	0.2%
Other values (673)	6239	98.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

venue
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	99.2 KiB

ST	4006
HV	2343

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ST
2nd row	ST
3rd row	ST
4th row	ST
5th row	ST

Common Values

Value	Count	Frequency (%)
ST	4006	63.1%
HV	2343	36.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
st	4006	63.1%
hv	2343	36.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

race_no
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.226807371

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	5
Q3	7
95-th percentile	10
Maximum	11
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.795018675
Coefficient of variation (CV)	0.5347468304
Kurtosis	-1.043399629
Mean	5.226807371
Median Absolute Deviation (MAD)	2
Skewness	0.140026775
Sum	33185
Variance	7.812129393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	683	10.8%
2	682	10.7%
3	682	10.7%
5	682	10.7%
6	682	10.7%
7	682	10.7%
8	682	10.7%
4	681	10.7%
9	402	6.3%
10	383	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	683	10.8%
2	682	10.7%
3	682	10.7%
4	681	10.7%
5	682	10.7%
6	682	10.7%
7	682	10.7%
8	682	10.7%
9	402	6.3%
10	383	6.0%

Value	Count	Frequency (%)
11	108	1.7%
10	383	6.0%
9	402	6.3%
8	682	10.7%
7	682	10.7%
6	682	10.7%
5	682	10.7%
4	681	10.7%
3	682	10.7%
2	682	10.7%

config
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	99.2 KiB

A	2209
C	1174
C+3	984
B	819
B+2	600

Length

Max length	3
Median length	1
Mean length	1.676326981
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	2209	34.8%
C	1174	18.5%
C+3	984	15.5%
B	819	12.9%
B+2	600	9.5%
A+3	563	8.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	2209	34.8%
c	1174	18.5%
c+3	984	15.5%
b	819	12.9%
b+2	600	9.5%
a+3	563	8.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

surface
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	99.2 KiB

0	5656
1	693

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5656	89.1%
1	693	10.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	5656	89.1%
1	693	10.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

distance
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1419.113246

Minimum	1000
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	1000
5-th percentile	1000
Q1	1200
median	1400
Q3	1650
95-th percentile	1800
Maximum	2400
Range	1400
Interquartile range (IQR)	450

Descriptive statistics

Standard deviation	281.4687454
Coefficient of variation (CV)	0.1983412854
Kurtosis	-0.1800770846
Mean	1419.113246
Median Absolute Deviation (MAD)	200
Skewness	0.4703788859
Sum	9009950
Variance	79224.65463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1200	2017	31.8%
1650	1095	17.2%
1400	1081	17.0%
1000	698	11.0%
1600	637	10.0%
1800	589	9.3%
2000	117	1.8%
2200	90	1.4%
2400	25	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1000	698	11.0%
1200	2017	31.8%
1400	1081	17.0%
1600	637	10.0%
1650	1095	17.2%
1800	589	9.3%
2000	117	1.8%
2200	90	1.4%
2400	25	0.4%

Value	Count	Frequency (%)
2400	25	0.4%
2200	90	1.4%
2000	117	1.8%
1800	589	9.3%
1650	1095	17.2%
1600	637	10.0%
1400	1081	17.0%
1200	2017	31.8%
1000	698	11.0%

going
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	99.2 KiB

GOOD	4123
GOOD TO FIRM	1613
GOOD TO YIELDING	333
YIELDING	86
FAST	70
Other values (5)	124

Length

Max length	16
Median length	4
Mean length	6.793510789
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GOOD TO FIRM
2nd row	GOOD TO FIRM
3rd row	GOOD TO FIRM
4th row	GOOD TO FIRM
5th row	GOOD TO FIRM

Common Values

Value	Count	Frequency (%)
GOOD	4123	64.9%
GOOD TO FIRM	1613	25.4%
GOOD TO YIELDING	333	5.2%
YIELDING	86	1.4%
FAST	70	1.1%
WET SLOW	61	1.0%
WET FAST	20	0.3%
SLOW	15	0.2%
YIELDING TO SOFT	14	0.2%
SOFT	14	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
good	6069	58.6%
to	1960	18.9%
firm	1613	15.6%
yielding	433	4.2%
fast	90	0.9%
wet	81	0.8%
slow	76	0.7%
soft	28	0.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

horse_ratings
Categorical

HIGH CORRELATION

Distinct	31
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	99.2 KiB

60-40	2196
80-60	1786
40-15	409
100-80	407
G	312
Other values (26)	1239

Length

Max length	7
Median length	5
Mean length	4.850685147
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	40-15
2nd row	40-15
3rd row	60-40
4th row	120-95
5th row	60-40

Common Values

Value	Count	Frequency (%)
60-40	2196	34.6%
80-60	1786	28.1%
40-15	409	6.4%
100-80	407	6.4%
G	312	4.9%
40-0	271	4.3%
85-60	193	3.0%
40-10	189	3.0%
105-80	154	2.4%
65-40	62	1.0%
Other values (21)	370	5.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
60-40	2196	34.6%
80-60	1786	28.1%
40-15	409	6.4%
100-80	407	6.4%
g	312	4.9%
40-0	271	4.3%
85-60	193	3.0%
40-10	189	3.0%
105-80	154	2.4%
65-40	62	1.0%
Other values (21)	370	5.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

prize
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	71
Distinct (%)	1.2%
Missing	462
Missing (%)	7.3%
Infinite	0
Infinite (%)	0.0%
Mean	1134790.386

Minimum	485000
Maximum	25000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	485000
5-th percentile	525000
Q1	675000
median	840000
Q3	1060000
95-th percentile	2200000
Maximum	25000000
Range	24515000
Interquartile range (IQR)	385000

Descriptive statistics

Standard deviation	1749155.63
Coefficient of variation (CV)	1.54139095
Kurtosis	82.93122949
Mean	1134790.386
Median Absolute Deviation (MAD)	200000
Skewness	8.499581927
Sum	6680511000
Variance	3.059545418 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
850000	562	8.9%
625000	364	5.7%
800000	297	4.7%
760000	282	4.4%
725000	280	4.4%
640000	278	4.4%
700000	274	4.3%
675000	273	4.3%
1165000	247	3.9%
1060000	246	3.9%
Other values (61)	2784	43.8%
(Missing)	462	7.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
485000	126	2.0%
500000	100	1.6%
525000	108	1.7%
540000	114	1.8%
550000	116	1.8%
575000	114	1.8%
600000	110	1.7%
625000	364	5.7%
630000	41	0.6%
640000	278	4.4%

Value	Count	Frequency (%)
25000000	3	< 0.1%
23000000	3	< 0.1%
22000000	2	< 0.1%
20000000	8	0.1%
18500000	3	< 0.1%
18000000	2	< 0.1%
16500000	3	< 0.1%
16000000	8	0.1%
15000000	4	0.1%
14000000	12	0.2%

race_class
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.893684045

Minimum	0
Maximum	13
Zeros	12
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	6
Maximum	13
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.992868379
Coefficient of variation (CV)	0.5118207733
Kurtosis	9.697777251
Mean	3.893684045
Median Absolute Deviation (MAD)	1
Skewness	2.772853585
Sum	24721
Variance	3.971524375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4	2319	36.5%
3	2000	31.5%
5	892	14.0%
2	568	8.9%
1	229	3.6%
11	122	1.9%
13	100	1.6%
12	56	0.9%
6	51	0.8%
0	12	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12	0.2%
1	229	3.6%
2	568	8.9%
3	2000	31.5%
4	2319	36.5%
5	892	14.0%
6	51	0.8%
11	122	1.9%
12	56	0.9%
13	100	1.6%

Value	Count	Frequency (%)
13	100	1.6%
12	56	0.9%
11	122	1.9%
6	51	0.8%
5	892	14.0%
4	2319	36.5%
3	2000	31.5%
2	568	8.9%
1	229	3.6%
0	12	0.2%

sec_time1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	660
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.69946606

Minimum	12.39
Maximum	30.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	12.39
5-th percentile	12.99
Q1	13.69
median	23.72
Q3	24.7
95-th percentile	28.16
Maximum	30.03
Range	17.64
Interquartile range (IQR)	11.01

Descriptive statistics

Standard deviation	5.880318926
Coefficient of variation (CV)	0.2840807058
Kurtosis	-1.649093239
Mean	20.69946606
Median Absolute Deviation (MAD)	4.05
Skewness	-0.2802923861
Sum	131420.91
Variance	34.57815068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.59	58	0.9%
13.62	58	0.9%
13.56	56	0.9%
13.67	54	0.9%
13.64	53	0.8%
13.7	52	0.8%
13.53	51	0.8%
13.52	48	0.8%
13.55	45	0.7%
13.69	44	0.7%
Other values (650)	5830	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12.39	2	< 0.1%
12.41	2	< 0.1%
12.47	2	< 0.1%
12.48	2	< 0.1%
12.49	1	< 0.1%
12.51	1	< 0.1%
12.52	2	< 0.1%
12.53	4	0.1%
12.54	1	< 0.1%
12.55	4	0.1%

Value	Count	Frequency (%)
30.03	1	< 0.1%
29.64	1	< 0.1%
29.5	1	< 0.1%
29.47	1	< 0.1%
29.34	1	< 0.1%
29.25	1	< 0.1%
29.24	1	< 0.1%
29.23	1	< 0.1%
29.22	1	< 0.1%
29.19	2	< 0.1%

sec_time2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	501
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.82674909

Minimum	20.06
Maximum	27.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	20.06
5-th percentile	21.11
Q1	22.14
median	22.8
Q3	23.45
95-th percentile	24.62
Maximum	27.41
Range	7.35
Interquartile range (IQR)	1.31

Descriptive statistics

Standard deviation	1.044997784
Coefficient of variation (CV)	0.04577952733
Kurtosis	0.09073278602
Mean	22.82674909
Median Absolute Deviation (MAD)	0.66
Skewness	0.2290234207
Sum	144927.03
Variance	1.092020369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.67	55	0.9%
22.91	51	0.8%
22.77	50	0.8%
22.62	47	0.7%
22.86	47	0.7%
22.28	45	0.7%
23.16	45	0.7%
23.02	45	0.7%
23.12	44	0.7%
22.92	43	0.7%
Other values (491)	5877	92.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20.06	1	< 0.1%
20.19	1	< 0.1%
20.2	1	< 0.1%
20.23	1	< 0.1%
20.27	2	< 0.1%
20.3	2	< 0.1%
20.31	1	< 0.1%
20.33	1	< 0.1%
20.34	1	< 0.1%
20.36	4	0.1%

Value	Count	Frequency (%)
27.41	1	< 0.1%
26.81	1	< 0.1%
26.67	1	< 0.1%
26.42	1	< 0.1%
26.41	2	< 0.1%
26.36	1	< 0.1%
26.31	1	< 0.1%
26.2	1	< 0.1%
26.19	1	< 0.1%
26.17	1	< 0.1%

sec_time3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	451
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.83074342

Minimum	21.2
Maximum	27.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	21.2
5-th percentile	22.55
Q1	23.21
median	23.72
Q3	24.38
95-th percentile	25.38
Maximum	27.58
Range	6.38
Interquartile range (IQR)	1.17

Descriptive statistics

Standard deviation	0.870355392
Coefficient of variation (CV)	0.03652237685
Kurtosis	0.08300639305
Mean	23.83074342
Median Absolute Deviation (MAD)	0.58
Skewness	0.4553002359
Sum	151301.39
Variance	0.7575185084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.55	52	0.8%
23.56	50	0.8%
23.59	49	0.8%
23.88	49	0.8%
23.78	46	0.7%
24.38	44	0.7%
23.92	44	0.7%
23.52	44	0.7%
23.31	43	0.7%
23.72	43	0.7%
Other values (441)	5885	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.2	1	< 0.1%
21.43	1	< 0.1%
21.55	1	< 0.1%
21.58	1	< 0.1%
21.61	1	< 0.1%
21.64	1	< 0.1%
21.65	2	< 0.1%
21.7	1	< 0.1%
21.71	1	< 0.1%
21.72	2	< 0.1%

Value	Count	Frequency (%)
27.58	1	< 0.1%
27.44	1	< 0.1%
27.41	1	< 0.1%
27.27	1	< 0.1%
27.17	1	< 0.1%
27.14	1	< 0.1%
26.94	1	< 0.1%
26.91	1	< 0.1%
26.88	1	< 0.1%
26.84	1	< 0.1%

sec_time4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	419
Distinct (%)	11.5%
Missing	2715
Missing (%)	42.8%
Infinite	0
Infinite (%)	0.0%
Mean	23.8528536

Minimum	21.4
Maximum	28.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	21.4
5-th percentile	22.66
Q1	23.3
median	23.77
Q3	24.33
95-th percentile	25.2935
Maximum	28.92
Range	7.52
Interquartile range (IQR)	1.03

Descriptive statistics

Standard deviation	0.8202770386
Coefficient of variation (CV)	0.03438905266
Kurtosis	1.359217292
Mean	23.8528536
Median Absolute Deviation (MAD)	0.51
Skewness	0.7012126331
Sum	86681.27
Variance	0.6728544201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.58	28	0.4%
23.67	27	0.4%
23.61	27	0.4%
23.37	27	0.4%
23.34	26	0.4%
23.46	26	0.4%
23.39	26	0.4%
23.84	25	0.4%
23.69	25	0.4%
23.44	24	0.4%
Other values (409)	3373	53.1%
(Missing)	2715	42.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.4	1	< 0.1%
21.55	1	< 0.1%
21.67	1	< 0.1%
21.68	1	< 0.1%
21.77	1	< 0.1%
21.78	1	< 0.1%
21.8	1	< 0.1%
21.81	1	< 0.1%
21.91	1	< 0.1%
21.93	1	< 0.1%

Value	Count	Frequency (%)
28.92	1	< 0.1%
27.74	1	< 0.1%
27.61	1	< 0.1%
27.56	1	< 0.1%
27.5	1	< 0.1%
27.25	1	< 0.1%
27.09	1	< 0.1%
27.08	1	< 0.1%
26.94	1	< 0.1%
26.83	2	< 0.1%

sec_time5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	285
Distinct (%)	34.7%
Missing	5528
Missing (%)	87.1%
Infinite	0
Infinite (%)	0.0%
Mean	23.86868453

Minimum	21.81
Maximum	26.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	21.81
5-th percentile	22.68
Q1	23.41
median	23.83
Q3	24.28
95-th percentile	25.26
Maximum	26.5
Range	4.69
Interquartile range (IQR)	0.87

Descriptive statistics

Standard deviation	0.7588595256
Coefficient of variation (CV)	0.03179310216
Kurtosis	0.6041584821
Mean	23.86868453
Median Absolute Deviation (MAD)	0.44
Skewness	0.3754405135
Sum	19596.19
Variance	0.5758677796
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.76	10	0.2%
24.14	10	0.2%
23.26	9	0.1%
23.98	9	0.1%
23.8	9	0.1%
24.16	9	0.1%
23.84	8	0.1%
23.66	8	0.1%
23.77	8	0.1%
24.18	8	0.1%
Other values (275)	733	11.5%
(Missing)	5528	87.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.81	1	< 0.1%
21.89	1	< 0.1%
21.93	2	< 0.1%
22.02	1	< 0.1%
22.09	1	< 0.1%
22.1	1	< 0.1%
22.11	1	< 0.1%
22.15	1	< 0.1%
22.2	1	< 0.1%
22.23	1	< 0.1%

Value	Count	Frequency (%)
26.5	1	< 0.1%
26.42	1	< 0.1%
26.12	1	< 0.1%
26.08	1	< 0.1%
26.07	1	< 0.1%
26.05	1	< 0.1%
26.04	1	< 0.1%
26.02	1	< 0.1%
25.95	2	< 0.1%
25.91	1	< 0.1%

sec_time6
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	98
Distinct (%)	85.2%
Missing	6234
Missing (%)	98.2%
Infinite	0
Infinite (%)	0.0%
Mean	23.91226087

Minimum	21.77
Maximum	25.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	21.77
5-th percentile	22.824
Q1	23.55
median	24.02
Q3	24.295
95-th percentile	24.873
Maximum	25.92
Range	4.15
Interquartile range (IQR)	0.745

Descriptive statistics

Standard deviation	0.667664246
Coefficient of variation (CV)	0.02792141862
Kurtosis	0.9512279413
Mean	23.91226087
Median Absolute Deviation (MAD)	0.38
Skewness	-0.2524265974
Sum	2749.91
Variance	0.4457755454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.18	3	< 0.1%
24.05	3	< 0.1%
23.91	2	< 0.1%
24.3	2	< 0.1%
23.79	2	< 0.1%
23.78	2	< 0.1%
24.07	2	< 0.1%
24.04	2	< 0.1%
24.22	2	< 0.1%
24.47	2	< 0.1%
Other values (88)	93	1.5%
(Missing)	6234	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.77	1	< 0.1%
22.15	1	< 0.1%
22.51	1	< 0.1%
22.62	1	< 0.1%
22.64	1	< 0.1%
22.74	1	< 0.1%
22.86	1	< 0.1%
22.87	1	< 0.1%
22.96	1	< 0.1%
22.97	1	< 0.1%

Value	Count	Frequency (%)
25.92	1	< 0.1%
25.53	1	< 0.1%
25.28	1	< 0.1%
25.15	1	< 0.1%
24.92	1	< 0.1%
24.88	1	< 0.1%
24.87	1	< 0.1%
24.86	1	< 0.1%
24.82	1	< 0.1%
24.72	1	< 0.1%

sec_time7
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	6349
Missing (%)	100.0%
Memory size	99.2 KiB

time1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	660
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.69946606

Minimum	12.39
Maximum	30.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	12.39
5-th percentile	12.99
Q1	13.69
median	23.72
Q3	24.7
95-th percentile	28.16
Maximum	30.03
Range	17.64
Interquartile range (IQR)	11.01

Descriptive statistics

Standard deviation	5.880318926
Coefficient of variation (CV)	0.2840807058
Kurtosis	-1.649093239
Mean	20.69946606
Median Absolute Deviation (MAD)	4.05
Skewness	-0.2802923861
Sum	131420.91
Variance	34.57815068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.59	58	0.9%
13.62	58	0.9%
13.56	56	0.9%
13.67	54	0.9%
13.64	53	0.8%
13.7	52	0.8%
13.53	51	0.8%
13.52	48	0.8%
13.55	45	0.7%
13.69	44	0.7%
Other values (650)	5830	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12.39	2	< 0.1%
12.41	2	< 0.1%
12.47	2	< 0.1%
12.48	2	< 0.1%
12.49	1	< 0.1%
12.51	1	< 0.1%
12.52	2	< 0.1%
12.53	4	0.1%
12.54	1	< 0.1%
12.55	4	0.1%

Value	Count	Frequency (%)
30.03	1	< 0.1%
29.64	1	< 0.1%
29.5	1	< 0.1%
29.47	1	< 0.1%
29.34	1	< 0.1%
29.25	1	< 0.1%
29.24	1	< 0.1%
29.23	1	< 0.1%
29.22	1	< 0.1%
29.19	2	< 0.1%

time2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1308
Distinct (%)	20.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.52621515

Minimum	33.11
Maximum	56.22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	33.11
5-th percentile	34.18
Q1	35.95
median	46.41
Q3	48.07
95-th percentile	52.52
Maximum	56.22
Range	23.11
Interquartile range (IQR)	12.12

Descriptive statistics

Standard deviation	6.657224782
Coefficient of variation (CV)	0.1529474768
Kurtosis	-1.536184241
Mean	43.52621515
Median Absolute Deviation (MAD)	5.25
Skewness	-0.2239861298
Sum	276347.94
Variance	44.3186418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46.8	26	0.4%
47.03	24	0.4%
46.53	23	0.4%
46.75	21	0.3%
47.11	20	0.3%
46.39	20	0.3%
46.86	20	0.3%
47.39	20	0.3%
47.05	19	0.3%
47	19	0.3%
Other values (1298)	6137	96.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
33.11	1	< 0.1%
33.22	1	< 0.1%
33.29	1	< 0.1%
33.3	2	< 0.1%
33.32	1	< 0.1%
33.33	1	< 0.1%
33.34	1	< 0.1%
33.36	1	< 0.1%
33.38	1	< 0.1%
33.39	4	0.1%

Value	Count	Frequency (%)
56.22	1	< 0.1%
55.52	1	< 0.1%
55.37	1	< 0.1%
55.17	1	< 0.1%
55.11	1	< 0.1%
54.75	2	< 0.1%
54.71	1	< 0.1%
54.61	1	< 0.1%
54.59	1	< 0.1%
54.56	1	< 0.1%

time3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1715
Distinct (%)	27.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.35695858

Minimum	55.16
Maximum	81.29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	55.16
5-th percentile	57.12
Q1	59.83
median	69.72
Q3	72.1
95-th percentile	77.45
Maximum	81.29
Range	26.13
Interquartile range (IQR)	12.27

Descriptive statistics

Standard deviation	6.978638154
Coefficient of variation (CV)	0.1036067884
Kurtosis	-1.364604657
Mean	67.35695858
Median Absolute Deviation (MAD)	6.63
Skewness	-0.1460940021
Sum	427649.33
Variance	48.70139048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70.1	17	0.3%
69.99	17	0.3%
69.73	17	0.3%
69.89	16	0.3%
70.67	16	0.3%
69.74	16	0.3%
70.65	15	0.2%
70.18	15	0.2%
70.39	15	0.2%
69.54	15	0.2%
Other values (1705)	6190	97.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
55.16	1	< 0.1%
55.37	1	< 0.1%
55.38	1	< 0.1%
55.42	1	< 0.1%
55.49	3	< 0.1%
55.54	1	< 0.1%
55.55	1	< 0.1%
55.56	3	< 0.1%
55.57	1	< 0.1%
55.59	1	< 0.1%

Value	Count	Frequency (%)
81.29	1	< 0.1%
80.84	1	< 0.1%
80.42	1	< 0.1%
80.15	1	< 0.1%
80.08	1	< 0.1%
79.91	1	< 0.1%
79.82	1	< 0.1%
79.81	1	< 0.1%
79.67	1	< 0.1%
79.64	1	< 0.1%

time4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1403
Distinct (%)	38.6%
Missing	2715
Missing (%)	42.8%
Infinite	0
Infinite (%)	0.0%
Mean	91.73579252

Minimum	80.43
Maximum	107.81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	80.43
5-th percentile	81.94
Q1	83.41
median	94.3
Q3	100.03
95-th percentile	101.73
Maximum	107.81
Range	27.38
Interquartile range (IQR)	16.62

Descriptive statistics

Standard deviation	7.814996903
Coefficient of variation (CV)	0.08519026967
Kurtosis	-1.720723382
Mean	91.73579252
Median Absolute Deviation (MAD)	7.27
Skewness	0.006925667848
Sum	333367.87
Variance	61.07417659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
82.97	13	0.2%
82.25	13	0.2%
83.13	11	0.2%
82.89	11	0.2%
82.4	10	0.2%
82.87	10	0.2%
100.7	10	0.2%
100.88	10	0.2%
82.57	10	0.2%
82.94	10	0.2%
Other values (1393)	3526	55.5%
(Missing)	2715	42.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
80.43	1	< 0.1%
80.52	1	< 0.1%
80.63	1	< 0.1%
80.71	1	< 0.1%
80.72	1	< 0.1%
80.73	2	< 0.1%
80.76	2	< 0.1%
80.84	1	< 0.1%
80.85	1	< 0.1%
80.88	1	< 0.1%

Value	Count	Frequency (%)
107.81	1	< 0.1%
106.64	1	< 0.1%
105.32	1	< 0.1%
104.73	1	< 0.1%
104.5	1	< 0.1%
104.44	1	< 0.1%
104.11	1	< 0.1%
104.05	1	< 0.1%
104.03	1	< 0.1%
103.97	1	< 0.1%

time5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	551
Distinct (%)	67.1%
Missing	5528
Missing (%)	87.1%
Infinite	0
Infinite (%)	0.0%
Mean	112.4796955

Minimum	105.83
Maximum	134.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	105.83
5-th percentile	107.67
Q1	109.01
median	110.33
Q3	113.15
95-th percentile	124.29
Maximum	134.31
Range	28.48
Interquartile range (IQR)	4.14

Descriptive statistics

Standard deviation	5.452576413
Coefficient of variation (CV)	0.04847609508
Kurtosis	0.8089396169
Mean	112.4796955
Median Absolute Deviation (MAD)	1.65
Skewness	1.446455725
Sum	92345.83
Variance	29.73058954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
109.73	6	0.1%
110.07	5	0.1%
110.94	5	0.1%
109.34	5	0.1%
108.8	5	0.1%
108.67	5	0.1%
109.98	5	0.1%
109.45	4	0.1%
109.47	4	0.1%
109.09	4	0.1%
Other values (541)	773	12.2%
(Missing)	5528	87.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
105.83	1	< 0.1%
105.88	1	< 0.1%
106.46	1	< 0.1%
106.48	1	< 0.1%
106.62	1	< 0.1%
106.82	1	< 0.1%
106.88	1	< 0.1%
107.01	1	< 0.1%
107.05	1	< 0.1%
107.06	1	< 0.1%

Value	Count	Frequency (%)
134.31	1	< 0.1%
130.88	1	< 0.1%
128.87	1	< 0.1%
127.77	1	< 0.1%
127.47	1	< 0.1%
127.39	1	< 0.1%
126.97	1	< 0.1%
126.55	1	< 0.1%
126.14	1	< 0.1%
126.09	1	< 0.1%

time6
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	111
Distinct (%)	96.5%
Missing	6234
Missing (%)	98.2%
Infinite	0
Infinite (%)	0.0%
Mean	140.3497391

Minimum	132.84
Maximum	158.49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	132.84
5-th percentile	135.947
Q1	137.29
median	138.36
Q3	140.205
95-th percentile	149.875
Maximum	158.49
Range	25.65
Interquartile range (IQR)	2.915

Descriptive statistics

Standard deviation	4.910272344
Coefficient of variation (CV)	0.03498597414
Kurtosis	1.109661206
Mean	140.3497391
Median Absolute Deviation (MAD)	1.32
Skewness	1.375067173
Sum	16140.22
Variance	24.11077449
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
139.16	2	< 0.1%
139.9	2	< 0.1%
138.3	2	< 0.1%
138.62	2	< 0.1%
137.17	1	< 0.1%
149.83	1	< 0.1%
137.24	1	< 0.1%
140.19	1	< 0.1%
148.11	1	< 0.1%
137.55	1	< 0.1%
Other values (101)	101	1.6%
(Missing)	6234	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
132.84	1	< 0.1%
133.69	1	< 0.1%
135.39	1	< 0.1%
135.44	1	< 0.1%
135.66	1	< 0.1%
135.87	1	< 0.1%
135.98	1	< 0.1%
136	1	< 0.1%
136.04	1	< 0.1%
136.06	1	< 0.1%

Value	Count	Frequency (%)
158.49	1	< 0.1%
153.62	1	< 0.1%
150.84	1	< 0.1%
150.7	1	< 0.1%
150.64	1	< 0.1%
149.98	1	< 0.1%
149.83	1	< 0.1%
149.75	1	< 0.1%
149.14	1	< 0.1%
148.73	1	< 0.1%

time7
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	6349
Missing (%)	100.0%
Memory size	99.2 KiB

place_combination1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.238620255

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	14
Range	13
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.618580192
Coefficient of variation (CV)	0.5800289237
Kurtosis	-1.026767281
Mean	6.238620255
Median Absolute Deviation (MAD)	3
Skewness	0.2343809874
Sum	39609
Variance	13.09412261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	675	10.6%
4	591	9.3%
2	571	9.0%
3	547	8.6%
5	543	8.6%
7	528	8.3%
6	515	8.1%
10	488	7.7%
8	482	7.6%
9	445	7.0%
Other values (4)	964	15.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	675	10.6%
2	571	9.0%
3	547	8.6%
4	591	9.3%
5	543	8.6%
6	515	8.1%
7	528	8.3%
8	482	7.6%
9	445	7.0%
10	488	7.7%

Value	Count	Frequency (%)
14	111	1.7%
13	128	2.0%
12	352	5.5%
11	373	5.9%
10	488	7.7%
9	445	7.0%
8	482	7.6%
7	528	8.3%
6	515	8.1%
5	543	8.6%

place_combination2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.366356907

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	14
Range	13
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.662594129
Coefficient of variation (CV)	0.5753045553
Kurtosis	-1.024609946
Mean	6.366356907
Median Absolute Deviation (MAD)	3
Skewness	0.2350581497
Sum	40420
Variance	13.41459575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	605	9.5%
2	595	9.4%
4	586	9.2%
3	544	8.6%
5	530	8.3%
6	530	8.3%
9	494	7.8%
7	488	7.7%
8	485	7.6%
10	444	7.0%
Other values (4)	1048	16.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	605	9.5%
2	595	9.4%
3	544	8.6%
4	586	9.2%
5	530	8.3%
6	530	8.3%
7	488	7.7%
8	485	7.6%
9	494	7.8%
10	444	7.0%

Value	Count	Frequency (%)
14	146	2.3%
13	170	2.7%
12	331	5.2%
11	401	6.3%
10	444	7.0%
9	494	7.8%
8	485	7.6%
7	488	7.7%
6	530	8.3%
5	530	8.3%

place_combination3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	0.2%
Missing	25
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.525932954

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	10
95-th percentile	13
Maximum	14
Range	13
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.73168461
Coefficient of variation (CV)	0.5718239272
Kurtosis	-1.095898637
Mean	6.525932954
Median Absolute Deviation (MAD)	3
Skewness	0.1763539708
Sum	41270
Variance	13.92547003
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	602	9.5%
2	585	9.2%
5	568	8.9%
4	522	8.2%
9	517	8.1%
3	509	8.0%
10	477	7.5%
7	473	7.4%
6	466	7.3%
8	460	7.2%
Other values (4)	1145	18.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	602	9.5%
2	585	9.2%
3	509	8.0%
4	522	8.2%
5	568	8.9%
6	466	7.3%
7	473	7.4%
8	460	7.2%
9	517	8.1%
10	477	7.5%

Value	Count	Frequency (%)
14	152	2.4%
13	200	3.2%
12	382	6.0%
11	411	6.5%
10	477	7.5%
9	517	8.1%
8	460	7.2%
7	473	7.4%
6	466	7.3%
5	568	8.9%

place_combination4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	10
Distinct (%)	43.5%
Missing	6326
Missing (%)	99.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.434782609

Minimum	4
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	6.5
median	8
Q3	11
95-th percentile	12
Maximum	14
Range	10
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	2.982160397
Coefficient of variation (CV)	0.3535550986
Kurtosis	-1.04685992
Mean	8.434782609
Median Absolute Deviation (MAD)	3
Skewness	0.05426980722
Sum	194
Variance	8.893280632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
8	4	0.1%
12	4	0.1%
7	3	< 0.1%
4	3	< 0.1%
10	2	< 0.1%
5	2	< 0.1%
11	2	< 0.1%
6	1	< 0.1%
14	1	< 0.1%
9	1	< 0.1%
(Missing)	6326	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	3	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	3	< 0.1%
8	4	0.1%
9	1	< 0.1%
10	2	< 0.1%
11	2	< 0.1%
12	4	0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
12	4	0.1%
11	2	< 0.1%
10	2	< 0.1%
9	1	< 0.1%
8	4	0.1%
7	3	< 0.1%
6	1	< 0.1%
5	2	< 0.1%
4	3	< 0.1%

place_dividend1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	279
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.77846905

Minimum	10.1
Maximum	410.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	10.1
5-th percentile	11.5
Q1	15
median	20
Q3	31
95-th percentile	69
Maximum	410.5
Range	400.4
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	25.17592501
Coefficient of variation (CV)	0.9063107461
Kurtosis	44.45493577
Mean	27.77846905
Median Absolute Deviation (MAD)	6
Skewness	5.102480959
Sum	176365.5
Variance	633.8272002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.5	218	3.4%
13.5	212	3.3%
14	212	3.3%
16	203	3.2%
16.5	195	3.1%
15	190	3.0%
15.5	182	2.9%
12.5	181	2.9%
12	180	2.8%
13	177	2.8%
Other values (269)	4399	69.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10.1	90	1.4%
10.5	52	0.8%
11	81	1.3%
11.5	116	1.8%
12	180	2.8%
12.5	181	2.9%
13	177	2.8%
13.5	212	3.3%
14	212	3.3%
14.5	218	3.4%

Value	Count	Frequency (%)
410.5	1	< 0.1%
408	1	< 0.1%
362	1	< 0.1%
344	1	< 0.1%
331.5	1	< 0.1%
319	1	< 0.1%
267	1	< 0.1%
257.5	1	< 0.1%
243.5	1	< 0.1%
231	1	< 0.1%

place_dividend2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	315
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.80253583

Minimum	10.1
Maximum	627
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	10.1
5-th percentile	12.5
Q1	17
median	24
Q3	36.5
95-th percentile	83.5
Maximum	627
Range	616.9
Interquartile range (IQR)	19.5

Descriptive statistics

Standard deviation	30.27542251
Coefficient of variation (CV)	0.9229598182
Kurtosis	47.23818703
Mean	32.80253583
Median Absolute Deviation (MAD)	8.5
Skewness	5.008817106
Sum	208263.3
Variance	916.6012081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.5	173	2.7%
16.5	170	2.7%
15	168	2.6%
17.5	159	2.5%
18	156	2.5%
14.5	150	2.4%
16	149	2.3%
14	138	2.2%
17	136	2.1%
13.5	132	2.1%
Other values (305)	4818	75.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10.1	33	0.5%
10.5	31	0.5%
11	55	0.9%
11.5	61	1.0%
12	83	1.3%
12.5	94	1.5%
13	117	1.8%
13.5	132	2.1%
14	138	2.2%
14.5	150	2.4%

Value	Count	Frequency (%)
627	1	< 0.1%
408	1	< 0.1%
370.5	1	< 0.1%
348.5	1	< 0.1%
331	1	< 0.1%
328.5	1	< 0.1%
322.5	1	< 0.1%
300	1	< 0.1%
290	1	< 0.1%
282	1	< 0.1%

place_dividend3
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	368
Distinct (%)	5.8%
Missing	25
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	38.96929159

Minimum	10.1
Maximum	420.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	10.1
5-th percentile	13.5
Q1	18.5
median	27.5
Q3	44
95-th percentile	103.5
Maximum	420.5
Range	410.4
Interquartile range (IQR)	25.5

Descriptive statistics

Standard deviation	37.01593819
Coefficient of variation (CV)	0.9498745469
Kurtosis	22.50243744
Mean	38.96929159
Median Absolute Deviation (MAD)	10.5
Skewness	3.914955077
Sum	246441.8
Variance	1370.17968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.5	138	2.2%
16.5	129	2.0%
17	129	2.0%
18	128	2.0%
16	123	1.9%
15	122	1.9%
19.5	119	1.9%
19	117	1.8%
20	116	1.8%
14.5	114	1.8%
Other values (358)	5089	80.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10.1	23	0.4%
10.5	20	0.3%
11	20	0.3%
11.5	51	0.8%
12	43	0.7%
12.5	51	0.8%
13	95	1.5%
13.5	97	1.5%
14	112	1.8%
14.5	114	1.8%

Value	Count	Frequency (%)
420.5	1	< 0.1%
402.5	1	< 0.1%
395	1	< 0.1%
393.5	1	< 0.1%
390.5	1	< 0.1%
375.5	1	< 0.1%
373.5	1	< 0.1%
343.5	1	< 0.1%
334	1	< 0.1%
331	1	< 0.1%

place_dividend4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	15
Distinct (%)	65.2%
Missing	6326
Missing (%)	99.6%
Infinite	0
Infinite (%)	0.0%
Mean	22.01304348

Minimum	10.1
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	10.1
5-th percentile	10.1
Q1	10.1
median	15.5
Q3	24.75
95-th percentile	58.05
Maximum	68
Range	57.9
Interquartile range (IQR)	14.65

Descriptive statistics

Standard deviation	16.75780156
Coefficient of variation (CV)	0.7612669086
Kurtosis	1.989246606
Mean	22.01304348
Median Absolute Deviation (MAD)	5.4
Skewness	1.673798784
Sum	506.3
Variance	280.823913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
10.1	8	0.1%
36.5	2	< 0.1%
16.5	1	< 0.1%
16	1	< 0.1%
59	1	< 0.1%
24.5	1	< 0.1%
12.5	1	< 0.1%
18.5	1	< 0.1%
15.5	1	< 0.1%
68	1	< 0.1%
Other values (5)	5	0.1%
(Missing)	6326	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10.1	8	0.1%
12	1	< 0.1%
12.5	1	< 0.1%
14.5	1	< 0.1%
15.5	1	< 0.1%
16	1	< 0.1%
16.5	1	< 0.1%
18.5	1	< 0.1%
21	1	< 0.1%
24.5	1	< 0.1%

Value	Count	Frequency (%)
68	1	< 0.1%
59	1	< 0.1%
49.5	1	< 0.1%
36.5	2	< 0.1%
25	1	< 0.1%
24.5	1	< 0.1%
21	1	< 0.1%
18.5	1	< 0.1%
16.5	1	< 0.1%
16	1	< 0.1%

win_combination1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.238620255

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	14
Range	13
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.620321119
Coefficient of variation (CV)	0.5803079801
Kurtosis	-1.028534225
Mean	6.238620255
Median Absolute Deviation (MAD)	3
Skewness	0.2340520952
Sum	39609
Variance	13.106725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	676	10.6%
4	590	9.3%
2	572	9.0%
3	547	8.6%
5	543	8.6%
7	526	8.3%
6	514	8.1%
10	488	7.7%
8	482	7.6%
9	446	7.0%
Other values (4)	965	15.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	676	10.6%
2	572	9.0%
3	547	8.6%
4	590	9.3%
5	543	8.6%
6	514	8.1%
7	526	8.3%
8	482	7.6%
9	446	7.0%
10	488	7.7%

Value	Count	Frequency (%)
14	111	1.7%
13	128	2.0%
12	353	5.6%
11	373	5.9%
10	488	7.7%
9	446	7.0%
8	482	7.6%
7	526	8.3%
6	514	8.1%
5	543	8.6%

win_dividend1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	776
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.0969444

Minimum	10.5
Maximum	2687.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	10.5
5-th percentile	19.5
Q1	34.5
median	58.5
Q3	105.5
95-th percentile	283.3
Maximum	2687.5
Range	2677
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	131.2212594
Coefficient of variation (CV)	1.365509176
Kurtosis	73.85875053
Mean	96.0969444
Median Absolute Deviation (MAD)	29
Skewness	6.531577685
Sum	610119.5
Variance	17219.01892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28.5	58	0.9%
23	51	0.8%
34.5	50	0.8%
30.5	49	0.8%
26	48	0.8%
20	48	0.8%
31	48	0.8%
26.5	48	0.8%
41.5	48	0.8%
35.5	47	0.7%
Other values (766)	5854	92.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10.5	2	< 0.1%
11	1	< 0.1%
11.5	2	< 0.1%
12	2	< 0.1%
12.5	4	0.1%
13	5	0.1%
13.5	7	0.1%
14	11	0.2%
14.5	15	0.2%
15	19	0.3%

Value	Count	Frequency (%)
2687.5	1	< 0.1%
2454.5	1	< 0.1%
1835.5	1	< 0.1%
1744	1	< 0.1%
1606.5	1	< 0.1%
1603.5	1	< 0.1%
1579	1	< 0.1%
1561.5	1	< 0.1%
1362.5	1	< 0.1%
1276	1	< 0.1%

win_combination2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	7
Distinct (%)	58.3%
Missing	6337
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	8.166666667

Minimum	3
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	3
5-th percentile	3.55
Q1	5.5
median	8
Q3	11.25
95-th percentile	12
Maximum	12
Range	9
Interquartile range (IQR)	5.75

Descriptive statistics

Standard deviation	3.325748947
Coefficient of variation (CV)	0.407234565
Kurtosis	-1.378705198
Mean	8.166666667
Median Absolute Deviation (MAD)	3.5
Skewness	-0.281407414
Sum	98
Variance	11.06060606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
12	3	< 0.1%
8	3	< 0.1%
4	2	< 0.1%
11	1	< 0.1%
6	1	< 0.1%
3	1	< 0.1%
10	1	< 0.1%
(Missing)	6337	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	2	< 0.1%
6	1	< 0.1%
8	3	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	3	< 0.1%

Value	Count	Frequency (%)
12	3	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
8	3	< 0.1%
6	1	< 0.1%
4	2	< 0.1%
3	1	< 0.1%

win_dividend2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	12
Distinct (%)	100.0%
Missing	6337
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	101.4166667

Minimum	12
Maximum	282.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	99.2 KiB

Quantile statistics

Minimum	12
5-th percentile	16.675
Q1	25.25
median	50.25
Q3	178.625
95-th percentile	264.075
Maximum	282.5
Range	270.5
Interquartile range (IQR)	153.375

Descriptive statistics

Standard deviation	101.6725657
Coefficient of variation (CV)	1.002523244
Kurtosis	-0.9184888934
Mean	101.4166667
Median Absolute Deviation (MAD)	28.5
Skewness	0.9263869947
Sum	1217
Variance	10337.31061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
236	1	< 0.1%
35.5	1	< 0.1%
77.5	1	< 0.1%
30.5	1	< 0.1%
282.5	1	< 0.1%
26	1	< 0.1%
12	1	< 0.1%
20.5	1	< 0.1%
65	1	< 0.1%
23	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	6337	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
20.5	1	< 0.1%
23	1	< 0.1%
26	1	< 0.1%
30.5	1	< 0.1%
35.5	1	< 0.1%
65	1	< 0.1%
77.5	1	< 0.1%
159.5	1	< 0.1%
236	1	< 0.1%

Value	Count	Frequency (%)
282.5	1	< 0.1%
249	1	< 0.1%
236	1	< 0.1%
159.5	1	< 0.1%
77.5	1	< 0.1%
65	1	< 0.1%
35.5	1	< 0.1%
30.5	1	< 0.1%
26	1	< 0.1%
23	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	date	venue	race_no	config	surface	distance	going	horse_ratings	prize	race_class	sec_time1	sec_time2	sec_time3	sec_time4	sec_time5	sec_time6	sec_time7	time1	time2	time3	time4	time5	time6	time7	place_combination1	place_combination2	place_combination3	place_combination4	place_dividend1	place_dividend2	place_dividend3	place_dividend4	win_combination1	win_dividend1	win_combination2	win_dividend2
race_id
0	1997-06-02	ST	1	A	0	1400	GOOD TO FIRM	40-15	485000.0	5	13.53	21.59	23.94	23.58	NaN	NaN	NaN	13.53	35.12	59.06	82.64	NaN	NaN	NaN	8	11	6.0	NaN	36.5	25.5	18.0	NaN	8	121.0	NaN	NaN
1	1997-06-02	ST	2	A	0	1200	GOOD TO FIRM	40-15	485000.0	5	24.05	22.64	23.70	NaN	NaN	NaN	NaN	24.05	46.69	70.39	NaN	NaN	NaN	NaN	5	13	4.0	NaN	12.5	47.0	33.5	NaN	5	23.5	NaN	NaN
2	1997-06-02	ST	3	A	0	1400	GOOD TO FIRM	60-40	625000.0	4	13.77	22.22	24.88	22.82	NaN	NaN	NaN	13.77	35.99	60.87	83.69	NaN	NaN	NaN	11	1	13.0	NaN	23.0	23.0	59.5	NaN	11	70.0	NaN	NaN
3	1997-06-02	ST	4	A	0	1200	GOOD TO FIRM	120-95	1750000.0	1	24.33	22.47	22.09	NaN	NaN	NaN	NaN	24.33	46.80	68.89	NaN	NaN	NaN	NaN	5	3	10.0	NaN	14.0	24.5	16.0	NaN	5	52.0	NaN	NaN
4	1997-06-02	ST	5	A	0	1600	GOOD TO FIRM	60-40	625000.0	4	25.45	23.52	23.31	23.56	NaN	NaN	NaN	25.45	48.97	72.28	95.84	NaN	NaN	NaN	2	10	1.0	NaN	15.5	28.0	17.5	NaN	2	36.5	NaN	NaN
5	1997-06-02	ST	6	A	0	1200	GOOD TO FIRM	60-40	625000.0	4	23.47	22.48	23.25	NaN	NaN	NaN	NaN	23.47	45.95	69.20	NaN	NaN	NaN	NaN	9	14	8.0	NaN	16.5	408.0	70.0	NaN	9	61.0	NaN	NaN
6	1997-06-02	ST	7	A	0	1400	GOOD TO FIRM	100-80	1150000.0	2	13.75	21.61	22.81	23.34	NaN	NaN	NaN	13.75	35.36	58.17	81.51	NaN	NaN	NaN	5	7	6.0	NaN	41.5	21.5	79.0	NaN	5	160.5	NaN	NaN
7	1997-06-02	ST	8	A	0	1000	GOOD TO FIRM	100-80	1150000.0	2	13.55	20.56	22.44	NaN	NaN	NaN	NaN	13.55	34.11	56.55	NaN	NaN	NaN	NaN	13	3	8.0	NaN	23.5	44.5	18.0	NaN	13	70.5	NaN	NaN
8	1997-06-02	ST	9	A	0	1400	GOOD TO FIRM	80-60	850000.0	3	13.31	22.20	23.92	23.16	NaN	NaN	NaN	13.31	35.51	59.43	82.59	NaN	NaN	NaN	7	5	2.0	NaN	12.5	16.5	33.5	NaN	7	24.0	NaN	NaN
9	1997-06-02	ST	10	A	0	1200	GOOD TO FIRM	80-60	850000.0	3	24.08	23.45	22.66	NaN	NaN	NaN	NaN	24.08	47.53	70.19	NaN	NaN	NaN	NaN	1	13	6.0	NaN	49.5	45.5	14.0	NaN	1	203.0	NaN	NaN

Last rows

	date	venue	race_no	config	surface	distance	going	horse_ratings	prize	race_class	sec_time1	sec_time2	sec_time3	sec_time4	sec_time5	sec_time6	sec_time7	time1	time2	time3	time4	time5	time6	time7	place_combination1	place_combination2	place_combination3	place_combination4	place_dividend1	place_dividend2	place_dividend3	place_dividend4	win_combination1	win_dividend1	win_combination2	win_dividend2
race_id
6339	2005-08-28	ST	1	A	0	1200	GOOD	80-60	1235000.0	3	23.37	22.39	23.65	NaN	NaN	NaN	NaN	23.37	45.76	69.41	NaN	NaN	NaN	NaN	2	14	4.0	NaN	31.5	29.5	10.1	NaN	2	216.0	NaN	NaN
6340	2005-08-28	ST	2	A	0	1800	GOOD	80-55	1235000.0	3	14.15	22.98	24.09	23.98	23.18	NaN	NaN	14.15	37.13	61.22	85.20	108.38	NaN	NaN	4	1	8.0	NaN	19.5	49.0	70.0	NaN	4	55.0	NaN	NaN
6341	2005-08-28	ST	3	A	0	1400	GOOD	80-60	1235000.0	3	13.45	22.39	23.18	23.14	NaN	NaN	NaN	13.45	35.84	59.02	82.16	NaN	NaN	NaN	3	11	5.0	NaN	16.5	10.5	23.5	NaN	3	49.5	NaN	NaN
6342	2005-08-28	ST	4	A	0	2400	GOOD	G	16500000.0	11	25.29	24.48	24.55	24.35	23.42	24.13	NaN	25.29	49.77	74.32	98.67	122.09	146.22	NaN	4	1	7.0	NaN	41.5	10.5	39.5	NaN	4	204.5	NaN	NaN
6343	2005-08-28	ST	5	A	0	1200	GOOD	G	18500000.0	11	23.90	22.12	22.78	NaN	NaN	NaN	NaN	23.90	46.02	68.80	NaN	NaN	NaN	NaN	1	2	3.0	NaN	19.0	12.0	33.0	NaN	1	75.5	NaN	NaN
6344	2005-08-28	ST	6	A	0	1400	GOOD	115-95	2500000.0	1	13.65	23.10	24.60	21.78	NaN	NaN	NaN	13.65	36.75	61.35	83.13	NaN	NaN	NaN	6	7	5.0	NaN	13.5	14.5	62.5	NaN	6	38.0	NaN	NaN
6345	2005-08-28	ST	7	A	0	1600	GOOD	G	23000000.0	11	24.48	22.54	23.01	23.45	NaN	NaN	NaN	24.48	47.02	70.03	93.48	NaN	NaN	NaN	5	6	14.0	NaN	18.0	20.5	45.0	NaN	5	60.0	NaN	NaN
6346	2005-08-28	ST	8	A	0	2000	GOOD	G	25000000.0	11	26.79	23.31	23.24	23.46	24.15	NaN	NaN	26.79	50.10	73.34	96.80	120.95	NaN	NaN	2	8	5.0	NaN	11.0	27.5	38.5	NaN	2	17.5	NaN	NaN
6347	2005-08-28	ST	9	A	0	1200	GOOD	100-80	1750000.0	2	23.65	22.54	22.97	NaN	NaN	NaN	NaN	23.65	46.19	69.16	NaN	NaN	NaN	NaN	9	6	4.0	NaN	11.0	37.0	21.5	NaN	9	16.0	NaN	NaN
6348	2005-08-28	ST	10	A	0	1600	GOOD	100-80	1750000.0	2	25.46	24.06	23.73	22.71	NaN	NaN	NaN	25.46	49.52	73.25	95.96	NaN	NaN	NaN	2	4	8.0	NaN	38.0	63.0	18.5	NaN	2	134.0	NaN	NaN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows